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Published in:

Volume 7 Issue 6
June-2020
eISSN: 2349-5162

Unique Identifier

JETIR2006229

Page Number

1575-1583

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Title

A DE(A)NN Approach For Measuring The Efficiency of U.P. Board Secondary Education

ISSN

2349-5162

Cite This Article

"A DE(A)NN Approach For Measuring The Efficiency of U.P. Board Secondary Education", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 6, page no.1575-1583, June-2020, Available :http://www.jetir.org/papers/JETIR2006229.pdf

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Abstract

The research below is conducted to measure the efficiency of U.P. board secondary education. Here, the researcher has used an integrated Data envelopment analysis (DEA) and Artificial neural network (ANN) as a tool to measure and predict the efficiencies of a system. This integrated approach is commonly known as DE(A)NN. Although DEA is a pioneering approach in the research and is used as a tool to measure the efficiency of the system, but this cannot predict the future course values. Thus, to overcome the shortcomings of the DEA system ANN is used in integration with DEA to analyze the system efficiencies as well as predict future efficiencies. Thus, each year could demonstrate the efficiency and eliminate the inefficiency of the system. Here, a five-year time forecast is analyzed to measure the efficiency of U.P. board secondary education.

Key Words

Data envelopment analysis (DEA), Artificial neural network (ANN), DE(A)NN, U.P. board secondary education

Cite This Article

"A DE(A)NN Approach For Measuring The Efficiency of U.P. Board Secondary Education", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp1575-1583, June-2020, Available at : http://www.jetir.org/papers/JETIR2006229.pdf

Publication Details

Published Paper ID: JETIR2006229
Registration ID: 234166
Published In: Volume 7 | Issue 6 | Year June-2020
DOI (Digital Object Identifier):
Page No: 1575-1583
ISSN Number: 2349-5162

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Cite This Article

"A DE(A)NN Approach For Measuring The Efficiency of U.P. Board Secondary Education", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp1575-1583, June-2020, Available at : http://www.jetir.org/papers/JETIR2006229.pdf




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